Erma Perenda

Dr. Erma Perenda serves as Professor and Chair of Distributed Signal Processing at RWTH Aachen University, Germany, leading research within the Department of Distributed Signal Processing. Her contact details include email perenda@dsp.rwth-aachen.de and phone +49 241 80-27879, with office location at Kopernikusstraße 16, 52074 Aachen in the ICT Cubes facility.

Her research spans:

• Distributed Signal Processing
• Wireless Communications
• Machine Learning (Deep Reinforcement Learning, Federated Learning)
• Modulation Classification
• AI-driven Network Optimization

She focuses on solving real-world challenges in wireless systems including hardware impairments, channel variations, and energy efficiency through advanced AI techniques.

Analysis of her 2018-2024 publications reveals consistent innovation in applying multi-agent deep reinforcement learning to wireless power allocation, developing robust modulation classification methods resilient to channel impairments, and implementing federated learning for industrial edge computing. Her work bridges theoretical machine learning with practical wireless communication constraints.

Scientific Awards:

• No awards documented in available sources

Advising and Grants:

• No student advisees or grant information provided

Labs and Teams:

• Leads Distributed Signal Processing research group at RWTH Aachen University
• Based in ICT Cubes building focusing on wireless AI systems